BlogLarge Language Models2 articles
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Large Language Models.
LLMs from the inside: how they are trained, prompted, fine-tuned, and deployed - and how to reason about their failure modes.
01What are Tokens in Large Language Models?Introduction Tokens are the basic building blocks of large language models like GPT-3. When we provide text input to these models, they break down the text into smaller chunks called tokens. The model then uses these tokens to understand the meaning of the text and generate relev02Understanding Multimodal AI: Applications and AdvancementsIntroduction to Multimodal AI Multimodal artificial intelligence (AI) is an exciting new field that allows AI systems to understand and interact with the world in a more natural, human-like manner. Unlike traditional AI which relies on a single data modality such as text or image